2026 Unparalleled Microsoft AI-102: Designing and Implementing a Microsoft Azure AI Solution Training Materials

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Microsoft AI-102 Exam Syllabus Topics:

SectionObjectives
Topic 1: Implement Computer Vision Solutions- Analyze images and videos using Azure AI Vision
- Extract information using OCR and form recognition
- Implement custom vision models
Topic 2: Implement Natural Language Processing Solutions- Analyze text using Azure AI Language
- Implement question answering and conversational AI
- Translate and interpret language using Azure AI services
Topic 3: Implement Knowledge Mining and Document Intelligence- Implement document intelligence solutions
- Build Azure AI Search solutions
- Enrich and index data for search scenarios
Topic 4: Plan and Manage an Azure AI Solution- Select appropriate Azure AI services
- Plan solution requirements and architecture
- Manage security, compliance, and responsible AI
Topic 5: Implement Generative AI Solutions- Integrate prompt engineering techniques
- Build retrieval-augmented generation (RAG) solutions
- Implement Azure OpenAI Service solutions

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Microsoft Designing and Implementing a Microsoft Azure AI Solution Sample Questions (Q397-Q402):

NEW QUESTION # 397
You need to develop code to upload images for the product creation project. The solution must meet the accessibility requirements.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation:

Reference:
https://github.com/Azure-Samples/cognitive-services-dotnet-sdk-samples/blob/master/documentation-samples/quickstarts/ComputerVision/Program.cs


NEW QUESTION # 398
You are building a chatbot by using the Microsoft Bot Framework SDK.
You use an object named UserProfile to store user profile information and an object named ConversationData to store information related to a conversation.
You create the following state accessors to store both objects in state.
var userStateAccessors = _userState.CreateProperty<UserProfile>(nameof(UserProfile)); var conversationStateAccessors =
_conversationState.CreateProperty<ConversationData>(nameof(ConversationData)); The state storage mechanism is set to Memory Storage.
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation:

Box 1: Yes
You create property accessors using the CreateProperty method that provides a handle to the BotState object.
Each state property accessor allows you to get or set the value of the associated state property.
Box 2: Yes
Box 3: No
Before you exit the turn handler, you use the state management objects' SaveChangesAsync() method to write all state changes back to storage.
Reference:
https://docs.microsoft.com/en-us/azure/bot-service/bot-builder-howto-v4-state


NEW QUESTION # 399
Drag and Drop Question
You have a Custom Vision resource named acvdev in a development environment.
You have a Custom Vision resource named acvprod in a production environment.
In acvdev, you build an object detection model named obj1 in a project named proj1.
You need to move obj1 to acvprod.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

Answer:

Explanation:

Explanation:
https://docs.microsoft.com/en-us/azure/cognitive-services/custom-vision-service/copy-move- projects


NEW QUESTION # 400
You have data saved in the following format.

Which format was used?

Answer: B

Explanation:
The given data format is:
FirstName,LastName,Age,LeisureHobby,SportsHobby
John,Smith,23,Reading,Basketball
Ben,Smith,21,Guitar,Curling
This format uses commas to separate fields, with the first row as column headers and subsequent rows as records.
This is the definition of CSV (Comma-Separated Values) format.
Now let's eliminate the other options:
JSON: Uses { } braces and key-value pairs like " FirstName " : " John " . Not shown here.
HTML: Uses < tags > for structure (e.g., < table > , < tr > , < td > ). Not shown here.
YAML: Uses indentation and key-value pairs (e.g., FirstName: John ). Not shown here.
Therefore, the correct format is CSV.
The Answer: A. CSV
Microsoft Reference
Common data formats: CSV, JSON, Avro, and Parquet


NEW QUESTION # 401
You have an Azure subscription that has the following configurations:
* Subscription ID: 8d3591aa-96b8-4737-ad09-OOf9b1ed35ad
* Tenant ID: 3edfe572-cbS4-3ced-ae12-c5c177f39a12
You plan to create a resource that will perform sentiment analysis and optical character recognition (OCR).
You need to use an HTTP request to create the resource in the subscription. The solution must use a single key and endpoint.
How should you complete the request? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation:


NEW QUESTION # 402
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